EPYC 7262 Linux Ubuntu Benchmarks

EPYC and Xeon benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2003283-VE-2003275NI77
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Timed Code Compilation 5 Tests
C/C++ Compiler Tests 7 Tests
CPU Massive 12 Tests
Creator Workloads 8 Tests
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Fortran Tests 3 Tests
HPC - High Performance Computing 8 Tests
Machine Learning 3 Tests
MPI Benchmarks 2 Tests
Multi-Core 15 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 6 Tests
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Renderers 5 Tests
Scientific Computing 3 Tests
Server CPU Tests 9 Tests
Video Encoding 2 Tests

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Date
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  Test
  Duration
EPYC 7251
March 17 2020
  2 Hours, 30 Minutes
EPYC 7232P
March 26 2020
  2 Hours, 8 Minutes
EPYC 7262
March 16 2020
  2 Hours, 8 Minutes
Xeon E5-1680 v3
March 17 2020
  2 Hours, 31 Minutes
Xeon E5-2609 v4
March 18 2020
  3 Hours, 59 Minutes
Xeon E5-2687W v3
March 19 2020
  2 Hours, 27 Minutes
Xeon E3-1275 v6
March 19 2020
  3 Hours, 3 Minutes
POWER9 CP9M32
March 28 2020
  1 Hour, 37 Minutes
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  2 Hours, 33 Minutes

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EPYC 7262 Linux Ubuntu BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32AMD EPYC 7251 8-Core @ 2.10GHz (8 Cores / 16 Threads)ASRockRack EPYCD8 (P2.10 BIOS)AMD 17h8 x 16384 MB DDR4-3200MT/s 18ASF2G72PDZ-3G2E1525GB 2115llvmpipe 126GB3 x VE2282 x Intel I350Ubuntu 20.045.4.0-14-generic (x86_64)GNOME Shell 3.35.91X Server 1.20.7modesetting 1.20.73.3 Mesa 20.0.0 (LLVM 9.0.1 128 bits)GCC 9.3.0ext41920x1080AMD EPYC 7232P 8-Core @ 3.10GHz (8 Cores / 16 Threads)AMD Starship/MatisseAMD Starship/Matisse4 x VE228 + 3 x G237HL + DELL S2409WAMD EPYC 7262 8-Core @ 3.20GHz (8 Cores / 16 Threads)2 x VE228Intel Xeon E5-1680 v3 @ 3.80GHz (8 Cores / 16 Threads)ASUS X99-A (3902 BIOS)Intel Xeon E7 v3/Xeon4 x 4096 MB DDR4-2400MT/s CRUCIALPNY CS900 240GB + 525GB 2115eVGA NVIDIA NVE7 1GBRealtek ALC11503 x VE228 + G237HLIntel I218-V4.3 Mesa 20.0.0Intel Xeon E5-2609 v4 @ 1.70GHz (8 Cores)MSI X99A RAIDER (MS-7885) v5.0 (P.50 BIOS)Intel Xeon E7 v4/Xeon4 x 4096 MB DDR4-2133MT/s525GB 2115 + 256GB CORSAIR FORCE LXeVGA NVIDIA NV117 1GBRealtek ALC8923 x VE228 + 2 x G237HLIntel Xeon E5-2687W v3 @ 3.50GHz (10 Cores / 20 Threads)MSI X99S SLI PLUS (MS-7885) v1.0 (1.E0 BIOS)Intel Xeon E7 v3/Xeon4 x 8192 MB DDR4-2400MT/s525GB 2115 + 80GB INTEL SSDSCKGW08NVIDIA NVE4 2GB3 x VE228 + 3 x G237HLIntel Xeon E3-1275 v6 @ 4.20GHz (4 Cores / 8 Threads)ASUS P10S-M WS (4401 BIOS)Intel Xeon E3-1200 v6/7th2 x 8192 MB DDR4-2400MT/sSamsung SSD 970 EVO Plus 500GB + 525GB 2115Intel HD P630 3GB (1150MHz)Realtek ALC11503 x VE228 + 3 x G237HL + DELL S2409W2 x Intel I2104.6 Mesa 20.0.0POWER9 @ 3.80GHz (8 Cores / 32 Threads)PowerNV C1P9S01 REV 1.0132GB256GB SanDisk SDSSDHP2ASPEED3 x Broadcom NetXtreme BCM5719 PCIeUbuntu 18.045.3.0-42-generic (ppc64le)GCC 7.5.01024x768OpenBenchmarking.orgCompiler Details- EPYC 7251: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - EPYC 7232P: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - EPYC 7262: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon E5-1680 v3: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon E5-2609 v4: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon E5-2687W v3: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Xeon E3-1275 v6: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - POWER9 CP9M32: --build=powerpc64le-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-multilib --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-secureplt --enable-shared --enable-targets=powerpcle-linux --enable-threads=posix --host=powerpc64le-linux-gnu --program-prefix=powerpc64le-linux-gnu- --target=powerpc64le-linux-gnu --with-cpu=power8 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-long-double-128 -v Disk Details- EPYC 7251, EPYC 7262, Xeon E5-1680 v3, Xeon E5-2609 v4, Xeon E5-2687W v3, Xeon E3-1275 v6: MQ-DEADLINE / errors=remount-ro,relatime,rw,stripe=8191Processor Details- EPYC 7251: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8001250- EPYC 7232P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c- EPYC 7262: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c- Xeon E5-1680 v3: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x43- Xeon E5-2609 v4: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xb000038- Xeon E5-2687W v3: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x43- Xeon E3-1275 v6: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xca- POWER9 CP9M32: SMT (threads per core): 4Java Details- EPYC 7251, EPYC 7232P, EPYC 7262, Xeon E5-1680 v3, Xeon E5-2609 v4, Xeon E5-2687W v3, Xeon E3-1275 v6: OpenJDK Runtime Environment (build 11.0.6+10-post-Ubuntu-2ubuntu2)Python Details- EPYC 7251: + Python 3.8.2- EPYC 7232P: + Python 3.8.2- EPYC 7262: + Python 3.8.2- Xeon E5-1680 v3: + Python 3.8.2- Xeon E5-2609 v4: + Python 3.8.2- Xeon E5-2687W v3: + Python 3.8.2- Xeon E3-1275 v6: + Python 3.8.2- POWER9 CP9M32: Python 2.7.17 + Python 3.6.9Security Details- EPYC 7251: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + tsx_async_abort: Not affected- EPYC 7232P: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + tsx_async_abort: Not affected- EPYC 7262: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + tsx_async_abort: Not affected- Xeon E5-1680 v3: itlb_multihit: KVM: Vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- Xeon E5-2609 v4: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT disabled - Xeon E5-2687W v3: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected - Xeon E3-1275 v6: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable - POWER9 CP9M32: itlb_multihit: Not affected + l1tf: Mitigation of RFI Flush L1D private per thread + mds: Not affected + meltdown: Mitigation of RFI Flush L1D private per thread + spec_store_bypass: Mitigation of Kernel entry/exit barrier (eieio) + spectre_v1: Mitigation of __user pointer sanitization ori31 speculation barrier enabled + spectre_v2: Mitigation of Software count cache flush (hardware accelerated) Software link stack flush + tsx_async_abort: Not affected

EPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32Result OverviewPhoronix Test Suite100%183%266%349%432%x265High Performance Conjugate GradientMlpack Benchmarkx264C-RayTachyonTimed Linux Kernel CompilationBuild2Numenta Anomaly BenchmarkNebular Empirical Analysis ToolNumpy BenchmarkTimed PHP CompilationRawTherapee

EPYC 7262 Linux Ubuntu Benchmarkshpcg: npb: CG.Cnpb: FT.Cnpb: LU.Cnpb: MG.Cnpb: SP.Bcloverleaf: Lagrangian-Eulerian Hydrodynamicsneat: x264: H.264 Video Encodingx265: H.265 1080p Video Encodingmt-dgemm: Sustained Floating-Point Ratebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-mplayer: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelrays1bench: Large Scenenumpy: tachyon: Total Timerawtherapee: Total Benchmark Timev-ray: CPUnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointappleseed: Emilymlpack: scikit_qdamlpack: scikit_linearridgeregressionEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3212.772310593.8918044.0031901.1132103.7111054.061.7430.79156.0125.171.496863175.909132.44059.251100.046170.42688.80827.03216.18140.966492.640772428.82315.586181.60856.260647.77449674.144.978.727749653.5821739.3933830.6929921.7810465.701.9321.95472.8738.551.661652137.557103.10745.24776.084132.76179.22848.31278.08112.251573.0831056223.74413.462142.45243.427504.46610447.032.8113.333111452.5525189.4339012.2044250.8114161.541.0520.40878.5041.072.776224129.29691.82939.75567.895115.88874.72650.80315.54106.189070.5791210521.94112.356112.91338.927449.24768540.402.696.399874721.6813246.3825323.5116225.017518.723.6024.04761.5536.401.930410161.784117.86852.34981.445149.805105.98538.98279.58138.993677.6721038227.00714.575152.92559.433566.07933961.663.265.140293517.248103.9216156.4713023.455415.274.0651.44725.4119.752.441057248.797248.187112.458161.896307.181222.17516.62139.61288.7028153.857471154.18332.282286.08193.0601277.50177881.304.875.9255911111.7915146.168142.903.8023.78874.6638.352.171859161.055107.59548.14281.857144.05592.75345.33248.68121.989177.6931170227.73813.504148.13362.064506.48166364.793.403.489843681.899245.8417211.908270.365146.555.1231.11744.6034.441.136336142.175176.39280.61699.840223.033160.73827.17332.84202.299189.190666637.29423.218233.75866.333861.40411377.374.294.0185130.24034.089.50144.83968.491129.19681.657208.47170.6638101.95118.287171.625149.617.01OpenBenchmarking.org

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1EPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M323691215SE +/- 0.09650, N = 3SE +/- 0.11540, N = 3SE +/- 0.02788, N = 3SE +/- 0.00570, N = 3SE +/- 0.00252, N = 3SE +/- 0.00476, N = 3SE +/- 0.00204, N = 3SE +/- 0.00607, N = 312.772308.7277413.333106.399875.140295.925593.489844.018511. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1EPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3248121620Min: 12.62 / Avg: 12.77 / Max: 12.95Min: 8.5 / Avg: 8.73 / Max: 8.86Min: 13.28 / Avg: 13.33 / Max: 13.37Min: 6.39 / Avg: 6.4 / Max: 6.41Min: 5.14 / Avg: 5.14 / Max: 5.14Min: 5.92 / Avg: 5.93 / Max: 5.93Min: 3.49 / Avg: 3.49 / Max: 3.49Min: 4.01 / Avg: 4.02 / Max: 4.031. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E3-1275 v62K4K6K8K10KSE +/- 46.31, N = 3SE +/- 115.37, N = 5SE +/- 128.31, N = 15SE +/- 1.64, N = 3SE +/- 8.25, N = 3SE +/- 7.62, N = 310593.899653.5811452.554721.683517.243681.891. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E3-1275 v62K4K6K8K10KMin: 10542.61 / Avg: 10593.89 / Max: 10686.33Min: 9217.95 / Avg: 9653.58 / Max: 9823.25Min: 10015.02 / Avg: 11452.55 / Max: 11745.98Min: 4718.44 / Avg: 4721.68 / Max: 4723.77Min: 3508.87 / Avg: 3517.24 / Max: 3533.74Min: 3671.61 / Avg: 3681.89 / Max: 3696.771. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v65K10K15K20K25KSE +/- 168.79, N = 3SE +/- 23.92, N = 3SE +/- 156.87, N = 3SE +/- 2.14, N = 3SE +/- 4.49, N = 3SE +/- 15.38, N = 3SE +/- 19.44, N = 318044.0021739.3925189.4313246.388103.9211111.799245.841. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v64K8K12K16K20KMin: 17852.6 / Avg: 18044 / Max: 18380.52Min: 21710.6 / Avg: 21739.39 / Max: 21786.87Min: 24880.2 / Avg: 25189.43 / Max: 25389.99Min: 13242.59 / Avg: 13246.38 / Max: 13249.98Min: 8096.25 / Avg: 8103.92 / Max: 8111.8Min: 11081.1 / Avg: 11111.79 / Max: 11128.82Min: 9207.13 / Avg: 9245.84 / Max: 9268.31. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E3-1275 v68K16K24K32K40KSE +/- 361.58, N = 3SE +/- 14.17, N = 3SE +/- 9.84, N = 3SE +/- 76.82, N = 3SE +/- 46.09, N = 3SE +/- 7.10, N = 331901.1133830.6939012.2025323.5116156.4717211.901. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E3-1275 v67K14K21K28K35KMin: 31179.4 / Avg: 31901.11 / Max: 32301.64Min: 33802.48 / Avg: 33830.69 / Max: 33847.16Min: 39001.91 / Avg: 39012.2 / Max: 39031.87Min: 25181.4 / Avg: 25323.51 / Max: 25445.13Min: 16068.05 / Avg: 16156.47 / Max: 16223.24Min: 17197.97 / Avg: 17211.9 / Max: 17221.231. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v69K18K27K36K45KSE +/- 31.65, N = 3SE +/- 235.09, N = 15SE +/- 33.03, N = 3SE +/- 22.74, N = 3SE +/- 22.53, N = 3SE +/- 16.29, N = 3SE +/- 2.43, N = 332103.7129921.7844250.8116225.0113023.4515146.168270.361. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v68K16K24K32K40KMin: 32052.87 / Avg: 32103.71 / Max: 32161.78Min: 27938.78 / Avg: 29921.78 / Max: 30490.69Min: 44192.4 / Avg: 44250.81 / Max: 44306.75Min: 16181.41 / Avg: 16225.01 / Max: 16258.03Min: 12978.4 / Avg: 13023.45 / Max: 13046.99Min: 15118.01 / Avg: 15146.16 / Max: 15174.44Min: 8267.53 / Avg: 8270.36 / Max: 8275.21. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v63K6K9K12K15KSE +/- 18.45, N = 3SE +/- 288.83, N = 15SE +/- 70.87, N = 3SE +/- 6.30, N = 3SE +/- 4.23, N = 3SE +/- 6.03, N = 3SE +/- 1.88, N = 311054.0610465.7014161.547518.725415.278142.905146.551. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v62K4K6K8K10KMin: 11028.86 / Avg: 11054.06 / Max: 11090.01Min: 9441.33 / Avg: 10465.7 / Max: 12024.11Min: 14024.51 / Avg: 14161.54 / Max: 14261.42Min: 7508.53 / Avg: 7518.72 / Max: 7530.22Min: 5408.36 / Avg: 5415.27 / Max: 5422.96Min: 8132.91 / Avg: 8142.9 / Max: 8153.76Min: 5143.91 / Avg: 5146.55 / Max: 5150.191. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm8192.in input file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v61.1522.3043.4564.6085.76SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 31.741.931.053.604.063.805.121. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6246810Min: 1.72 / Avg: 1.74 / Max: 1.78Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 1.05 / Avg: 1.05 / Max: 1.06Min: 3.58 / Avg: 3.6 / Max: 3.62Min: 4.03 / Avg: 4.06 / Max: 4.12Min: 3.78 / Avg: 3.8 / Max: 3.83Min: 5.12 / Avg: 5.12 / Max: 5.121. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Nebular Empirical Analysis Tool

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29EPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M321224364860SE +/- 0.42, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 330.7921.9520.4124.0551.4523.7931.1230.241. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace
OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29EPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M321020304050Min: 30.35 / Avg: 30.79 / Max: 31.64Min: 21.81 / Avg: 21.95 / Max: 22.23Min: 20.37 / Avg: 20.41 / Max: 20.44Min: 23.98 / Avg: 24.05 / Max: 24.17Min: 51.43 / Avg: 51.45 / Max: 51.47Min: 23.62 / Avg: 23.79 / Max: 23.99Min: 31.03 / Avg: 31.12 / Max: 31.26Min: 30.21 / Avg: 30.24 / Max: 30.291. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

x264

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3220406080100SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.69, N = 12SE +/- 0.64, N = 8SE +/- 0.38, N = 3SE +/- 0.31, N = 3SE +/- 0.50, N = 6SE +/- 0.11, N = 356.0172.8778.5061.5525.4174.6644.6034.08-m64-m64-m64-m64-m64-m64-m64-maltivec -mabi=altivec -mvsx1. (CC) gcc options: -ldl -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M321530456075Min: 55.92 / Avg: 56.01 / Max: 56.09Min: 72.8 / Avg: 72.87 / Max: 72.99Min: 71.02 / Avg: 78.5 / Max: 79.86Min: 57.14 / Avg: 61.55 / Max: 62.53Min: 24.64 / Avg: 25.41 / Max: 25.79Min: 74.04 / Avg: 74.66 / Max: 75.01Min: 42.1 / Avg: 44.6 / Max: 45.24Min: 33.96 / Avg: 34.08 / Max: 34.31. (CC) gcc options: -ldl -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x265

This is a simple test of the x265 encoder run on the CPU with a sample 1080p video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32918273645SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.45, N = 4SE +/- 0.13, N = 3SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 325.1738.5541.0736.4019.7538.3534.449.501. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32918273645Min: 25.06 / Avg: 25.17 / Max: 25.32Min: 38.22 / Avg: 38.55 / Max: 38.92Min: 40.72 / Avg: 41.07 / Max: 41.37Min: 35.48 / Avg: 36.4 / Max: 37.63Min: 19.61 / Avg: 19.75 / Max: 20Min: 37.57 / Avg: 38.35 / Max: 38.87Min: 34.16 / Avg: 34.44 / Max: 34.64Min: 9.45 / Avg: 9.5 / Max: 9.541. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v60.62471.24941.87412.49883.1235SE +/- 0.007726, N = 3SE +/- 0.008333, N = 3SE +/- 0.023795, N = 15SE +/- 0.020203, N = 12SE +/- 0.001164, N = 3SE +/- 0.022667, N = 15SE +/- 0.009110, N = 31.4968631.6616522.7762241.9304102.4410572.1718591.1363361. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6246810Min: 1.48 / Avg: 1.5 / Max: 1.51Min: 1.65 / Avg: 1.66 / Max: 1.68Min: 2.52 / Avg: 2.78 / Max: 2.89Min: 1.8 / Avg: 1.93 / Max: 2.03Min: 2.44 / Avg: 2.44 / Max: 2.44Min: 2 / Avg: 2.17 / Max: 2.29Min: 1.12 / Avg: 1.14 / Max: 1.151. (CC) gcc options: -O3 -march=native -fopenmp

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v650100150200250SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.37, N = 3175.91137.56129.30161.78248.80161.06142.18
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v650100150200250Min: 175.58 / Avg: 175.91 / Max: 176.25Min: 137.26 / Avg: 137.56 / Max: 137.73Min: 129.04 / Avg: 129.3 / Max: 129.75Min: 161.4 / Avg: 161.78 / Max: 162.54Min: 248.44 / Avg: 248.8 / Max: 249.09Min: 160.91 / Avg: 161.06 / Max: 161.32Min: 141.59 / Avg: 142.17 / Max: 142.85

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3250100150200250SE +/- 0.62, N = 3SE +/- 0.48, N = 3SE +/- 0.72, N = 3SE +/- 1.14, N = 3SE +/- 1.33, N = 3SE +/- 1.45, N = 3SE +/- 0.97, N = 3SE +/- 0.49, N = 3132.44103.1191.83117.87248.19107.60176.39144.84
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M324080120160200Min: 131.51 / Avg: 132.44 / Max: 133.61Min: 102.35 / Avg: 103.11 / Max: 103.98Min: 90.67 / Avg: 91.83 / Max: 93.14Min: 116.52 / Avg: 117.87 / Max: 120.15Min: 246.81 / Avg: 248.19 / Max: 250.85Min: 106.04 / Avg: 107.59 / Max: 110.5Min: 175.33 / Avg: 176.39 / Max: 178.33Min: 144.25 / Avg: 144.84 / Max: 145.81

Timed MPlayer Compilation

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6306090120150SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 359.2545.2539.7652.35112.4648.1480.62
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v620406080100Min: 59.08 / Avg: 59.25 / Max: 59.55Min: 45.18 / Avg: 45.25 / Max: 45.28Min: 39.68 / Avg: 39.76 / Max: 39.84Min: 52.29 / Avg: 52.35 / Max: 52.43Min: 112.41 / Avg: 112.46 / Max: 112.51Min: 48.09 / Avg: 48.14 / Max: 48.21Min: 80.57 / Avg: 80.62 / Max: 80.65

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M324080120160200SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3100.0576.0867.9081.45161.9081.8699.8468.49
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32306090120150Min: 99.94 / Avg: 100.05 / Max: 100.25Min: 75.94 / Avg: 76.08 / Max: 76.27Min: 67.82 / Avg: 67.9 / Max: 67.95Min: 81.35 / Avg: 81.44 / Max: 81.52Min: 161.83 / Avg: 161.9 / Max: 161.99Min: 81.67 / Avg: 81.86 / Max: 82.13Min: 99.66 / Avg: 99.84 / Max: 100.02Min: 68.33 / Avg: 68.49 / Max: 68.6

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3270140210280350SE +/- 1.09, N = 3SE +/- 1.40, N = 3SE +/- 0.15, N = 3SE +/- 1.47, N = 3SE +/- 0.49, N = 3SE +/- 0.77, N = 3SE +/- 0.50, N = 3SE +/- 0.33, N = 3170.43132.76115.89149.81307.18144.06223.03129.20
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3260120180240300Min: 168.51 / Avg: 170.43 / Max: 172.3Min: 131.27 / Avg: 132.76 / Max: 135.56Min: 115.69 / Avg: 115.89 / Max: 116.18Min: 147.18 / Avg: 149.81 / Max: 152.26Min: 306.52 / Avg: 307.18 / Max: 308.15Min: 142.94 / Avg: 144.06 / Max: 145.52Min: 222.07 / Avg: 223.03 / Max: 223.74Min: 128.74 / Avg: 129.2 / Max: 129.83

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3250100150200250SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 388.8179.2374.73105.99222.1892.75160.7481.661. (CC) gcc options: -lm -lpthread -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M324080120160200Min: 88.8 / Avg: 88.81 / Max: 88.83Min: 79.18 / Avg: 79.23 / Max: 79.27Min: 74.7 / Avg: 74.73 / Max: 74.74Min: 105.91 / Avg: 105.99 / Max: 106.05Min: 221.96 / Avg: 222.18 / Max: 222.52Min: 92.75 / Avg: 92.75 / Max: 92.76Min: 160.7 / Avg: 160.74 / Max: 160.77Min: 81.62 / Avg: 81.66 / Max: 81.731. (CC) gcc options: -lm -lpthread -O3

rays1bench

This is a test of rays1bench, a simple path-tracer / ray-tracing that supports SSE and AVX instructions, multi-threading, and other features. This test profile is measuring the performance of the "large scene" in rays1bench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v61122334455SE +/- 0.35, N = 5SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 327.0348.3150.8038.9816.6245.3327.17
OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v61020304050Min: 25.62 / Avg: 27.03 / Max: 27.4Min: 48.22 / Avg: 48.31 / Max: 48.39Min: 50.68 / Avg: 50.8 / Max: 50.99Min: 38.95 / Avg: 38.98 / Max: 39Min: 16.61 / Avg: 16.62 / Max: 16.62Min: 45.32 / Avg: 45.33 / Max: 45.34Min: 27.11 / Avg: 27.17 / Max: 27.21

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3270140210280350SE +/- 0.49, N = 3SE +/- 0.36, N = 3SE +/- 1.84, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 2.05, N = 3SE +/- 1.33, N = 3SE +/- 0.28, N = 3216.18278.08315.54279.58139.61248.68332.84208.47
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3260120180240300Min: 215.55 / Avg: 216.18 / Max: 217.15Min: 277.63 / Avg: 278.08 / Max: 278.79Min: 311.92 / Avg: 315.54 / Max: 317.96Min: 279.19 / Avg: 279.58 / Max: 280.21Min: 138.95 / Avg: 139.61 / Max: 140.27Min: 244.59 / Avg: 248.68 / Max: 250.82Min: 330.26 / Avg: 332.84 / Max: 334.67Min: 208.12 / Avg: 208.47 / Max: 209.03

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3260120180240300SE +/- 0.34, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.28, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3140.97112.25106.19138.99288.70121.99202.30170.661. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3250100150200250Min: 140.32 / Avg: 140.97 / Max: 141.46Min: 112.18 / Avg: 112.25 / Max: 112.3Min: 105.87 / Avg: 106.19 / Max: 106.65Min: 138.84 / Avg: 138.99 / Max: 139.24Min: 288.14 / Avg: 288.7 / Max: 288.99Min: 121.71 / Avg: 121.99 / Max: 122.29Min: 201.69 / Avg: 202.3 / Max: 202.66Min: 170.49 / Avg: 170.66 / Max: 170.761. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32306090120150SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 392.6473.0870.5877.67153.8677.6989.19101.951. EPYC 7251: RawTherapee, version 5.8, command line.2. EPYC 7232P: RawTherapee, version 5.8, command line.3. EPYC 7262: RawTherapee, version 5.8, command line.4. Xeon E5-1680 v3: RawTherapee, version 5.8, command line.5. Xeon E5-2609 v4: RawTherapee, version 5.8, command line.6. Xeon E5-2687W v3: RawTherapee, version 5.8, command line.7. Xeon E3-1275 v6: RawTherapee, version 5.8, command line.8. POWER9 CP9M32: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32306090120150Min: 92.48 / Avg: 92.64 / Max: 92.9Min: 72.99 / Avg: 73.08 / Max: 73.17Min: 70.28 / Avg: 70.58 / Max: 70.81Min: 77.6 / Avg: 77.67 / Max: 77.74Min: 153.8 / Avg: 153.86 / Max: 153.94Min: 77.69 / Avg: 77.69 / Max: 77.7Min: 89.12 / Avg: 89.19 / Max: 89.28Min: 101.8 / Avg: 101.95 / Max: 102.051. EPYC 7251: RawTherapee, version 5.8, command line.2. EPYC 7232P: RawTherapee, version 5.8, command line.3. EPYC 7262: RawTherapee, version 5.8, command line.4. Xeon E5-1680 v3: RawTherapee, version 5.8, command line.5. Xeon E5-2609 v4: RawTherapee, version 5.8, command line.6. Xeon E5-2687W v3: RawTherapee, version 5.8, command line.7. Xeon E3-1275 v6: RawTherapee, version 5.8, command line.8. POWER9 CP9M32: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line.

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v63K6K9K12K15KSE +/- 19.55, N = 3SE +/- 19.33, N = 3SE +/- 16.67, N = 3SE +/- 20.80, N = 3SE +/- 45.73, N = 3SE +/- 19.33, N = 3SE +/- 28.26, N = 377241056212105103824711117026666
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v62K4K6K8K10KMin: 7693 / Avg: 7723.67 / Max: 7760Min: 10523 / Avg: 10561.67 / Max: 10581Min: 12072 / Avg: 12105.33 / Max: 12122Min: 10341 / Avg: 10382.33 / Max: 10407Min: 4622 / Avg: 4711.33 / Max: 4773Min: 11663 / Avg: 11701.67 / Max: 11721Min: 6630 / Avg: 6666.33 / Max: 6722

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v61224364860SE +/- 0.16, N = 3SE +/- 0.39, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 3SE +/- 0.93, N = 3SE +/- 0.37, N = 3SE +/- 0.08, N = 328.8223.7421.9427.0154.1827.7437.29
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v61122334455Min: 28.62 / Avg: 28.82 / Max: 29.13Min: 23.21 / Avg: 23.74 / Max: 24.51Min: 21.79 / Avg: 21.94 / Max: 22.23Min: 26.52 / Avg: 27.01 / Max: 27.36Min: 52.68 / Avg: 54.18 / Max: 55.89Min: 27.01 / Avg: 27.74 / Max: 28.13Min: 37.15 / Avg: 37.29 / Max: 37.44

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32714212835SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 4SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 315.5913.4612.3614.5832.2813.5023.2218.29
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32714212835Min: 15.54 / Avg: 15.59 / Max: 15.63Min: 13.36 / Avg: 13.46 / Max: 13.64Min: 12.3 / Avg: 12.36 / Max: 12.39Min: 14.33 / Avg: 14.58 / Max: 15.2Min: 32.05 / Avg: 32.28 / Max: 32.55Min: 13.38 / Avg: 13.5 / Max: 13.67Min: 23.13 / Avg: 23.22 / Max: 23.27Min: 18.23 / Avg: 18.29 / Max: 18.32

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3260120180240300SE +/- 2.31, N = 4SE +/- 0.78, N = 3SE +/- 0.55, N = 3SE +/- 0.66, N = 3SE +/- 0.43, N = 3SE +/- 1.89, N = 3SE +/- 1.13, N = 3SE +/- 1.52, N = 3181.61142.45112.91152.93286.08148.13233.76171.63
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M3250100150200250Min: 175.69 / Avg: 181.61 / Max: 186.04Min: 141 / Avg: 142.45 / Max: 143.68Min: 112.11 / Avg: 112.91 / Max: 113.96Min: 151.79 / Avg: 152.93 / Max: 154.07Min: 285.39 / Avg: 286.08 / Max: 286.86Min: 146.14 / Avg: 148.13 / Max: 151.9Min: 232.12 / Avg: 233.76 / Max: 235.91Min: 168.61 / Avg: 171.63 / Max: 173.49

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v620406080100SE +/- 0.31, N = 3SE +/- 0.50, N = 3SE +/- 0.36, N = 3SE +/- 0.36, N = 3SE +/- 0.64, N = 3SE +/- 0.92, N = 4SE +/- 0.20, N = 356.2643.4338.9359.4393.0662.0666.33
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v620406080100Min: 55.67 / Avg: 56.26 / Max: 56.69Min: 42.54 / Avg: 43.43 / Max: 44.27Min: 38.21 / Avg: 38.93 / Max: 39.36Min: 58.87 / Avg: 59.43 / Max: 60.1Min: 92 / Avg: 93.06 / Max: 94.2Min: 59.31 / Avg: 62.06 / Max: 63.03Min: 65.93 / Avg: 66.33 / Max: 66.58

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v630060090012001500647.77504.47449.25566.081277.50506.48861.40

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32306090120150SE +/- 0.43, N = 3SE +/- 0.52, N = 3SE +/- 0.54, N = 5SE +/- 0.71, N = 3SE +/- 0.51, N = 3SE +/- 0.80, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 374.1447.0340.4061.6681.3064.7977.37149.61
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32306090120150Min: 73.34 / Avg: 74.14 / Max: 74.8Min: 46.35 / Avg: 47.03 / Max: 48.04Min: 38.36 / Avg: 40.4 / Max: 41.32Min: 60.78 / Avg: 61.66 / Max: 63.06Min: 80.68 / Avg: 81.3 / Max: 82.32Min: 63.55 / Avg: 64.79 / Max: 66.29Min: 76.86 / Avg: 77.37 / Max: 77.99Min: 149.37 / Avg: 149.61 / Max: 150.08

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M32246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.09, N = 34.972.812.693.264.873.404.297.01
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionEPYC 7251EPYC 7232PEPYC 7262Xeon E5-1680 v3Xeon E5-2609 v4Xeon E5-2687W v3Xeon E3-1275 v6POWER9 CP9M323691215Min: 4.91 / Avg: 4.97 / Max: 5.03Min: 2.8 / Avg: 2.81 / Max: 2.82Min: 2.68 / Avg: 2.69 / Max: 2.7Min: 3.21 / Avg: 3.26 / Max: 3.29Min: 4.79 / Avg: 4.87 / Max: 4.91Min: 3.38 / Avg: 3.4 / Max: 3.41Min: 3.83 / Avg: 4.29 / Max: 4.61Min: 6.85 / Avg: 7.01 / Max: 7.15